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# The Profitability Question OpenAI Can't Outrun
- URL: https://adjacent.media/signals/the-profitability-question-openai-cant-outrun/
- Published: 2026-06-23T16:29:12.000Z
- Updated: 2026-06-23T16:29:12.000Z
- Description: OpenAI and Anthropic face a material barrier to IPO: neither has shown a path to sustained profitability at scale. Training and operating large language models demands capital intensity that keeps compounding.
- Author: Jonathan Greene
- Tags: #signal, theme-commerce, ai monetization, startup valuation, unit economics

Source: [Ed Elson](https://open.substack.com/pub/profgmedia/p/how-unprofitable-is-ai-really)

OpenAI and Anthropic face a material barrier to IPO: neither has shown a path to sustained profitability at scale. Training and operating large language models demands capital intensity that keeps compounding. Billions in training costs, competitive pricing pressure, and unclear product-market fit beyond chatbots create a financial model public markets will scrutinize. Current business metrics cannot credibly answer the questions investors will ask. This is structural, not a timing problem better unit economics can fix. Market confidence in "AI profitability" remains fragile because the constraint is real.